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  <h1>Source code for nlp_architect.data.cdc_resources.data_types.wiki.wikipedia_page_extracted_relations</h1><div class="highlight"><pre>
<span></span><span class="c1"># ******************************************************************************</span>
<span class="c1"># Copyright 2017-2018 Intel Corporation</span>
<span class="c1">#</span>
<span class="c1"># Licensed under the Apache License, Version 2.0 (the &quot;License&quot;);</span>
<span class="c1"># you may not use this file except in compliance with the License.</span>
<span class="c1"># You may obtain a copy of the License at</span>
<span class="c1">#</span>
<span class="c1">#     http://www.apache.org/licenses/LICENSE-2.0</span>
<span class="c1">#</span>
<span class="c1"># Unless required by applicable law or agreed to in writing, software</span>
<span class="c1"># distributed under the License is distributed on an &quot;AS IS&quot; BASIS,</span>
<span class="c1"># WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</span>
<span class="c1"># See the License for the specific language governing permissions and</span>
<span class="c1"># limitations under the License.</span>
<span class="c1"># ******************************************************************************</span>
<span class="kn">import</span> <span class="nn">re</span>
<span class="kn">import</span> <span class="nn">string</span>
<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Set</span><span class="p">,</span> <span class="n">Dict</span>

<span class="kn">from</span> <span class="nn">nlp_architect.utils.string_utils</span> <span class="kn">import</span> <span class="n">StringUtils</span>

<span class="n">PART_NAME_CATEGORIES</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;name&quot;</span><span class="p">,</span> <span class="s2">&quot;given name&quot;</span><span class="p">,</span> <span class="s2">&quot;surname&quot;</span><span class="p">]</span>
<span class="n">DISAMBIGUATION_TITLE</span> <span class="o">=</span> <span class="s2">&quot;(disambiguation)&quot;</span>
<span class="n">DISAMBIGUATION_CATEGORY</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;disambig&quot;</span><span class="p">,</span> <span class="s2">&quot;disambiguation&quot;</span><span class="p">]</span>


<div class="viewcode-block" id="WikipediaPageExtractedRelations"><a class="viewcode-back" href="../../../../../../generated_api/nlp_architect.data.cdc_resources.data_types.wiki.html#nlp_architect.data.cdc_resources.data_types.wiki.wikipedia_page_extracted_relations.WikipediaPageExtractedRelations">[docs]</a><span class="k">class</span> <span class="nc">WikipediaPageExtractedRelations</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
        <span class="bp">self</span><span class="p">,</span>
        <span class="n">is_part_name</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
        <span class="n">is_disambiguation</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
        <span class="n">parenthesis</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
        <span class="n">disambiguation_links</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
        <span class="n">categories</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
        <span class="n">aliases</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
        <span class="n">be_comp</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
        <span class="n">disambiguation_links_norm</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
        <span class="n">categories_norm</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
        <span class="n">aliases_norm</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
        <span class="n">title_parenthesis_norm</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
        <span class="n">be_comp_norm</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
        <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">        Object represent a Wikipedia Relations Schema</span>

<span class="sd">        Args:</span>
<span class="sd">            is_part_name (bool): Weather page title is part of a Name (ie-family name/given name..)</span>
<span class="sd">            is_disambiguation (bool): Weather page is a disambiguation page</span>
<span class="sd">            parenthesis (set): a set of all parenthesis links/titles</span>
<span class="sd">            disambiguation_links (set): a set of all disambiguation links/titles</span>
<span class="sd">            categories (set): a set of all category links/titles</span>
<span class="sd">            aliases (set): a set of all aliases links/titles</span>
<span class="sd">            be_comp (set): a set of all &quot;is a&quot; links/titles</span>
<span class="sd">            disambiguation_links_norm (set): same as disambiguation_link just normalized</span>
<span class="sd">            categories_norm (set): same as categories just normalized, lower and clean</span>
<span class="sd">            aliases_norm (set): same as aliases just normalized, lower and clean</span>
<span class="sd">            title_parenthesis_norm (set): same as parenthesis just normalized, lower and clean</span>
<span class="sd">            be_comp_norm (set): same as be_comp just normalized, lower and clean</span>
<span class="sd">        &quot;&quot;&quot;</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">is_part_name</span> <span class="o">=</span> <span class="n">is_part_name</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">is_disambiguation</span> <span class="o">=</span> <span class="n">is_disambiguation</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">disambiguation_links</span> <span class="o">=</span> <span class="n">disambiguation_links</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">title_parenthesis</span> <span class="o">=</span> <span class="n">parenthesis</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">categories</span> <span class="o">=</span> <span class="n">categories</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">aliases</span> <span class="o">=</span> <span class="n">aliases</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">be_comp</span> <span class="o">=</span> <span class="n">be_comp</span>

        <span class="bp">self</span><span class="o">.</span><span class="n">disambiguation_links_norm</span> <span class="o">=</span> <span class="n">disambiguation_links_norm</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">categories_norm</span> <span class="o">=</span> <span class="n">categories_norm</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">aliases_norm</span> <span class="o">=</span> <span class="n">aliases_norm</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">title_parenthesis_norm</span> <span class="o">=</span> <span class="n">title_parenthesis_norm</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">be_comp_norm</span> <span class="o">=</span> <span class="n">be_comp_norm</span>

<div class="viewcode-block" id="WikipediaPageExtractedRelations.extract_relations_from_text_v0"><a class="viewcode-back" href="../../../../../../generated_api/nlp_architect.data.cdc_resources.data_types.wiki.html#nlp_architect.data.cdc_resources.data_types.wiki.wikipedia_page_extracted_relations.WikipediaPageExtractedRelations.extract_relations_from_text_v0">[docs]</a>    <span class="k">def</span> <span class="nf">extract_relations_from_text_v0</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">text</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">disambiguation_links</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">categories</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">title_parenthesis</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>

        <span class="bp">self</span><span class="o">.</span><span class="n">disambiguation_links_norm</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">categories_norm</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">title_parenthesis_norm</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">be_comp_norm</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>

        <span class="n">ext_links</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
        <span class="n">title_parenthesis</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>

        <span class="n">text_lines</span> <span class="o">=</span> <span class="n">text</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span>
        <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="n">text_lines</span><span class="p">:</span>
            <span class="n">cat_links</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">extract_categories</span><span class="p">(</span><span class="n">line</span><span class="p">)</span>
            <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_part_name</span><span class="p">:</span>
                <span class="bp">self</span><span class="o">.</span><span class="n">is_part_name</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_name_part</span><span class="p">(</span><span class="n">line</span><span class="p">)</span>
                <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_part_name</span> <span class="ow">and</span> <span class="p">[</span><span class="n">s</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">PART_NAME_CATEGORIES</span> <span class="k">if</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">cat_links</span><span class="p">]:</span>
                    <span class="bp">self</span><span class="o">.</span><span class="n">is_part_name</span> <span class="o">=</span> <span class="kc">True</span>

            <span class="bp">self</span><span class="o">.</span><span class="n">categories</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">cat_links</span><span class="p">)</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">categories_norm</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">StringUtils</span><span class="o">.</span><span class="n">normalize_string_list</span><span class="p">(</span><span class="n">cat_links</span><span class="p">))</span>

            <span class="n">links</span><span class="p">,</span> <span class="n">parenthesis_links</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">extract_links_and_parenthesis</span><span class="p">(</span><span class="n">line</span><span class="p">)</span>
            <span class="n">ext_links</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">links</span><span class="p">)</span>
            <span class="n">title_parenthesis</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">parenthesis_links</span><span class="p">)</span>

        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_disambiguation</span><span class="p">:</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">disambiguation_links</span> <span class="o">=</span> <span class="n">ext_links</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">disambiguation_links_norm</span> <span class="o">=</span> <span class="n">StringUtils</span><span class="o">.</span><span class="n">normalize_string_list</span><span class="p">(</span><span class="n">ext_links</span><span class="p">)</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">title_parenthesis</span> <span class="o">=</span> <span class="n">title_parenthesis</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">title_parenthesis_norm</span> <span class="o">=</span> <span class="n">StringUtils</span><span class="o">.</span><span class="n">normalize_string_list</span><span class="p">(</span><span class="n">title_parenthesis</span><span class="p">)</span></div>

    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
        <span class="k">return</span> <span class="p">(</span>
            <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">is_disambiguation</span><span class="p">)</span>
            <span class="o">+</span> <span class="s2">&quot;, &quot;</span>
            <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">is_part_name</span><span class="p">)</span>
            <span class="o">+</span> <span class="s2">&quot;, &quot;</span>
            <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">disambiguation_links</span><span class="p">)</span>
            <span class="o">+</span> <span class="s2">&quot;, &quot;</span>
            <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">be_comp</span><span class="p">)</span>
            <span class="o">+</span> <span class="s2">&quot;, &quot;</span>
            <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">title_parenthesis</span><span class="p">)</span>
            <span class="o">+</span> <span class="s2">&quot;, &quot;</span>
            <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">categories</span><span class="p">)</span>
        <span class="p">)</span>

<div class="viewcode-block" id="WikipediaPageExtractedRelations.toJson"><a class="viewcode-back" href="../../../../../../generated_api/nlp_architect.data.cdc_resources.data_types.wiki.html#nlp_architect.data.cdc_resources.data_types.wiki.wikipedia_page_extracted_relations.WikipediaPageExtractedRelations.toJson">[docs]</a>    <span class="k">def</span> <span class="nf">toJson</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
        <span class="n">result_dict</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
        <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;isPartName&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_part_name</span>
        <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;isDisambiguation&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_disambiguation</span>

        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">disambiguation_links</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
            <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;disambiguationLinks&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">disambiguation_links</span><span class="p">)</span>
            <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;disambiguationLinksNorm&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">disambiguation_links_norm</span><span class="p">)</span>
        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">categories</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
            <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;categories&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">categories</span><span class="p">)</span>
            <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;categoriesNorm&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">categories_norm</span><span class="p">)</span>
        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">aliases</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
            <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;aliases&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">aliases</span><span class="p">)</span>
        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">title_parenthesis</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
            <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;titleParenthesis&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">title_parenthesis</span><span class="p">)</span>
            <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;titleParenthesisNorm&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">title_parenthesis_norm</span><span class="p">)</span>
        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">be_comp_norm</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
            <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;beCompRelations&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">be_comp</span><span class="p">)</span>
            <span class="n">result_dict</span><span class="p">[</span><span class="s2">&quot;beCompRelationsNorm&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">be_comp_norm</span><span class="p">)</span>

        <span class="k">return</span> <span class="n">result_dict</span></div>

<div class="viewcode-block" id="WikipediaPageExtractedRelations.extract_categories"><a class="viewcode-back" href="../../../../../../generated_api/nlp_architect.data.cdc_resources.data_types.wiki.html#nlp_architect.data.cdc_resources.data_types.wiki.wikipedia_page_extracted_relations.WikipediaPageExtractedRelations.extract_categories">[docs]</a>    <span class="nd">@staticmethod</span>
    <span class="k">def</span> <span class="nf">extract_categories</span><span class="p">(</span><span class="n">line</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
        <span class="n">categories</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
        <span class="n">category_form1</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">findall</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;\[\[Category:(.*)\]\]&quot;</span><span class="p">,</span> <span class="n">line</span><span class="p">)</span>
        <span class="k">for</span> <span class="n">cat</span> <span class="ow">in</span> <span class="n">category_form1</span><span class="p">:</span>
            <span class="k">if</span> <span class="n">DISAMBIGUATION_TITLE</span> <span class="ow">in</span> <span class="n">cat</span><span class="p">:</span>
                <span class="n">cat</span> <span class="o">=</span> <span class="n">cat</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">DISAMBIGUATION_TITLE</span><span class="p">,</span> <span class="s2">&quot;&quot;</span><span class="p">)</span>
            <span class="n">categories</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">cat</span><span class="p">)</span>

        <span class="n">prog</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">search</span><span class="p">(</span><span class="s2">&quot;^{{(disambig.*|Disambig.*)}}$&quot;</span><span class="p">,</span> <span class="n">line</span><span class="p">)</span>
        <span class="k">if</span> <span class="n">prog</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
            <span class="n">category_form2</span> <span class="o">=</span> <span class="n">prog</span><span class="o">.</span><span class="n">group</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
            <span class="n">cats</span> <span class="o">=</span> <span class="n">category_form2</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;|&quot;</span><span class="p">)</span>
            <span class="n">categories</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">cats</span><span class="p">)</span>

        <span class="k">return</span> <span class="n">categories</span></div>

<div class="viewcode-block" id="WikipediaPageExtractedRelations.extract_links_and_parenthesis"><a class="viewcode-back" href="../../../../../../generated_api/nlp_architect.data.cdc_resources.data_types.wiki.html#nlp_architect.data.cdc_resources.data_types.wiki.wikipedia_page_extracted_relations.WikipediaPageExtractedRelations.extract_links_and_parenthesis">[docs]</a>    <span class="nd">@staticmethod</span>
    <span class="k">def</span> <span class="nf">extract_links_and_parenthesis</span><span class="p">(</span><span class="n">line</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
        <span class="n">links</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
        <span class="n">parenthesis_links</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
        <span class="n">ext_links</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">findall</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;\[\[(.*)\]\]&quot;</span><span class="p">,</span> <span class="n">line</span><span class="p">)</span>
        <span class="k">for</span> <span class="n">link</span> <span class="ow">in</span> <span class="n">ext_links</span><span class="p">:</span>
            <span class="n">split_link</span> <span class="o">=</span> <span class="n">link</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;|&quot;</span><span class="p">)</span>
            <span class="k">for</span> <span class="n">s_link</span> <span class="ow">in</span> <span class="n">split_link</span><span class="p">:</span>
                <span class="n">parenthesis_clean</span> <span class="o">=</span> <span class="kc">None</span>
                <span class="n">matcher</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;(.*)\s?\((.*)\)&quot;</span><span class="p">,</span> <span class="n">s_link</span><span class="p">)</span>
                <span class="k">if</span> <span class="n">matcher</span><span class="p">:</span>
                    <span class="n">s_link</span> <span class="o">=</span> <span class="n">matcher</span><span class="o">.</span><span class="n">group</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
                    <span class="n">parenthesis_match</span> <span class="o">=</span> <span class="n">matcher</span><span class="o">.</span><span class="n">group</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>
                    <span class="k">if</span> <span class="n">parenthesis_match</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">!=</span> <span class="s2">&quot;disambiguation&quot;</span><span class="p">:</span>
                        <span class="n">parenthesis_clean</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span>
                            <span class="s2">&quot;[&quot;</span> <span class="o">+</span> <span class="n">string</span><span class="o">.</span><span class="n">punctuation</span> <span class="o">+</span> <span class="n">string</span><span class="o">.</span><span class="n">whitespace</span> <span class="o">+</span> <span class="s2">&quot;]&quot;</span><span class="p">,</span>
                            <span class="s2">&quot; &quot;</span><span class="p">,</span>
                            <span class="n">parenthesis_match</span><span class="p">,</span>
                        <span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>

                <span class="n">s_link_clean</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span>
                    <span class="s2">&quot;[&quot;</span> <span class="o">+</span> <span class="n">string</span><span class="o">.</span><span class="n">punctuation</span> <span class="o">+</span> <span class="n">string</span><span class="o">.</span><span class="n">whitespace</span> <span class="o">+</span> <span class="s2">&quot;]&quot;</span><span class="p">,</span> <span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="n">s_link</span>
                <span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
                <span class="k">if</span> <span class="n">parenthesis_clean</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">DISAMBIGUATION_TITLE</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">parenthesis_clean</span><span class="p">:</span>
                    <span class="n">parenthesis_links</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">parenthesis_clean</span><span class="p">)</span>

                <span class="n">links</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">s_link_clean</span><span class="p">)</span>

        <span class="k">return</span> <span class="n">links</span><span class="p">,</span> <span class="n">parenthesis_links</span></div>

<div class="viewcode-block" id="WikipediaPageExtractedRelations.is_name_part"><a class="viewcode-back" href="../../../../../../generated_api/nlp_architect.data.cdc_resources.data_types.wiki.html#nlp_architect.data.cdc_resources.data_types.wiki.wikipedia_page_extracted_relations.WikipediaPageExtractedRelations.is_name_part">[docs]</a>    <span class="nd">@staticmethod</span>
    <span class="k">def</span> <span class="nf">is_name_part</span><span class="p">(</span><span class="n">line</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
        <span class="n">line</span> <span class="o">=</span> <span class="n">line</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
        <span class="n">val</span> <span class="o">=</span> <span class="kc">False</span>
        <span class="k">if</span> <span class="n">WikipediaPageExtractedRelations</span><span class="o">.</span><span class="n">find_in_line</span><span class="p">(</span><span class="n">line</span><span class="p">,</span> <span class="s2">&quot;===as surname===&quot;</span><span class="p">):</span>
            <span class="n">val</span> <span class="o">=</span> <span class="kc">True</span>
        <span class="k">elif</span> <span class="n">WikipediaPageExtractedRelations</span><span class="o">.</span><span class="n">find_in_line</span><span class="p">(</span><span class="n">line</span><span class="p">,</span> <span class="s2">&quot;===as given name===&quot;</span><span class="p">):</span>
            <span class="n">val</span> <span class="o">=</span> <span class="kc">True</span>
        <span class="k">elif</span> <span class="n">WikipediaPageExtractedRelations</span><span class="o">.</span><span class="n">find_in_line</span><span class="p">(</span><span class="n">line</span><span class="p">,</span> <span class="s2">&quot;===given names===&quot;</span><span class="p">):</span>
            <span class="n">val</span> <span class="o">=</span> <span class="kc">True</span>
        <span class="k">elif</span> <span class="n">WikipediaPageExtractedRelations</span><span class="o">.</span><span class="n">find_in_line</span><span class="p">(</span><span class="n">line</span><span class="p">,</span> <span class="s2">&quot;==as a surname==&quot;</span><span class="p">):</span>
            <span class="n">val</span> <span class="o">=</span> <span class="kc">True</span>
        <span class="k">elif</span> <span class="n">WikipediaPageExtractedRelations</span><span class="o">.</span><span class="n">find_in_line</span><span class="p">(</span><span class="n">line</span><span class="p">,</span> <span class="s2">&quot;==people with the surname==&quot;</span><span class="p">):</span>
            <span class="n">val</span> <span class="o">=</span> <span class="kc">True</span>
        <span class="k">elif</span> <span class="n">WikipediaPageExtractedRelations</span><span class="o">.</span><span class="n">find_in_line</span><span class="p">(</span><span class="n">line</span><span class="p">,</span> <span class="s2">&quot;==family name and surname==&quot;</span><span class="p">):</span>
            <span class="n">val</span> <span class="o">=</span> <span class="kc">True</span>
        <span class="k">elif</span> <span class="n">WikipediaPageExtractedRelations</span><span class="o">.</span><span class="n">find_in_line</span><span class="p">(</span><span class="n">line</span><span class="p">,</span> <span class="s2">&quot;category:given names&quot;</span><span class="p">):</span>
            <span class="n">val</span> <span class="o">=</span> <span class="kc">True</span>
        <span class="k">elif</span> <span class="n">WikipediaPageExtractedRelations</span><span class="o">.</span><span class="n">find_in_line</span><span class="p">(</span><span class="n">line</span><span class="p">,</span> <span class="s2">&quot;{{given name}}&quot;</span><span class="p">):</span>
            <span class="n">val</span> <span class="o">=</span> <span class="kc">True</span>
        <span class="k">return</span> <span class="n">val</span></div>

<div class="viewcode-block" id="WikipediaPageExtractedRelations.find_in_line"><a class="viewcode-back" href="../../../../../../generated_api/nlp_architect.data.cdc_resources.data_types.wiki.html#nlp_architect.data.cdc_resources.data_types.wiki.wikipedia_page_extracted_relations.WikipediaPageExtractedRelations.find_in_line">[docs]</a>    <span class="nd">@staticmethod</span>
    <span class="k">def</span> <span class="nf">find_in_line</span><span class="p">(</span><span class="n">text</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">pattern</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
        <span class="n">found</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">findall</span><span class="p">(</span><span class="n">pattern</span><span class="p">,</span> <span class="n">text</span><span class="p">)</span>
        <span class="k">if</span> <span class="n">found</span><span class="p">:</span>
            <span class="k">return</span> <span class="kc">True</span>
        <span class="k">return</span> <span class="kc">False</span></div></div>
</pre></div>

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